Pléiades Neo Super Resolution
This algorithm improves the spatial resolution of Pléiades Neo image from 0.3 m to 0.1 m (by factor of 3).
Description
A processing block that improves the spatial resolution of a Pléiades Neo image from 0.3 m to 0.1 m by using a trained convolutional neural network. To use this block, request access.
See this block on the marketplace.
How it works
This processing block only expresses features that are shown in the original image.
It takes around 16 minutes to enhance a 3.92 km2 image. To avoid long processing time, you can choose to enhance only one band combination, RGB or NED.
Parameter | Overview |
---|---|
RGB | boolean / required if Required if NED=false .An RGB band (red, green, and blue) will be enhanced. |
NED | boolean / required if Required if RGB=false .A NED band (near-infrared, red edge, and deep blue) will be enhanced. |
Compatibility
Catalog collections
Use in combination with Processing from Storage.
- Pléiades Neo:
- Display
Example
A workflow with the following blocks:
{
"up42-processing-from-storage:1": {
"asset_ids": ["c569b4f2-08c3-5cj6-b6ob-fee52dbfec12"]
},
"data-conversion-dimap:1": {
"ms": true,
"pan": false,
"bbox": null,
"contains": null,
"intersects": null,
"clip_to_aoi": false
},
"pleiadesneo-superresolution:1": {
"NED": false,
"RGB": true
}
}
Capabilities
Input
raster
up42_standard | |
---|---|
bands | [
"red",
"green",
"blue",
"nir",
"rededge",
"deepblue"
] |
dtype | {
"or": [
"uint16",
"uint8"
]
} |
format | GTiff |
sensor | {
"or": [
"Pleiades",
"PNEO"
]
} |
Output
raster
up42_standard | |
---|---|
bands | {
"or": [
[
"red",
"green",
"blue"
],
[
"nir",
"rededge",
"deepblue"
]
]
} |
dtype | uint8 |
format | > (propagated) |
sensor | > (propagated) |
To know more please check the block capabilities specifications.